After I lead a professional learning session, I read every participant evaluation I receive. These evaluations tell me whether educators found the learning relevant, whether the objectives were clear, and whether the session was a worthwhile investment of their time. That feedback helps me improve every experience I facilitate.
But these evaluations answer only one set of questions. They tell us how educators experienced learning in the moment. They don't tell us what happened after teachers returned to their classrooms. What did teachers implement? How did they adapt their learning? What barriers did they encounter? What support do they still need? Those questions require time. More importantly, they require us to expand how we evaluate professional learning.
Participant evaluations are an essential part of assessing the effectiveness of professional learning, but they should mark the beginning of our inquiry, not the end. The questions we ask in the weeks and months that follow often reveal the evidence that matters most. The research on professional learning reinforces this distinction.
The Limits of Participant Evaluations
Thomas Guskey's widely recognized framework for evaluating professional development begins with participant reactions for good reason. If educators leave a session believing it was irrelevant, disconnected from their work, or a poor use of their time, meaningful implementation is unlikely to follow. But even when the session was relevant to educators, can we expect those post-session evaluations to answer questions about the long-term benefits of the learning?
Research consistently shows that meaningful professional learning unfolds over time. Linda Darling-Hammond, Maria Hyler, and Madelyn Gardner found that effective professional learning is content-focused, collaborative, sustained, and supported through coaching, feedback, and opportunities for reflection. Likewise, Laura Desimone identified active learning, coherence, duration, and collective participation as critical features that increase the likelihood of changes in instructional practice. Michael S. Garet and colleagues similarly found that professional learning is more likely to influence teaching when it extends beyond a single event and provides opportunities for teachers to engage deeply with new ideas in the context of their daily work.
Meaningful implementation takes time and requires evidence that emerges long after the workshop has ended.
Together, these studies point to the same conclusion: to evaluate professional learning’s impact, we must go beyond a post-session survey and examine classroom practice, professional learning community (PLC) conversations, coaching, and teacher reflection to understand what happened after the workshop.
That realization fundamentally changed how I determine the success of my professional learning sessions. Rather than viewing participant evaluations as the final measure, I now see them as the beginning of a much richer conversation about implementation, continuous improvement, and impact.
5 Questions: Now and Later
Participant evaluations remain an essential source of evidence. Pairing them with follow-up questions several weeks later provides a more complete picture of whether professional learning is translating into classroom practice.
Immediately after a session, the answers participants give on their evaluations help me answer these questions:
- Was the learning relevant?
- Were participants engaged?
- Were the objectives clear?
- Was the facilitator effective?
- Would you recommend this session?
When ongoing support is part of the work, I will return weeks to months after the session for classroom visits, PLCs, coaching conversations, or other opportunities to revisit implementation. It’s during these visits that I seek the answers to meatier questions:
- What instructional practices have teachers implemented?
- How have teachers adapted those practices to meet the needs of their students?
- What barriers emerged during implementation?
- What additional coaching, collaboration, or leadership support do teachers need?
- What evidence suggests students are experiencing something different because of this learning?
Rather than being part of a formal survey, these questions can guide conversations with teachers and administrators. Some answers also emerge through classroom observation, PLC discussions, coaching conversations, or teacher reflection.
The Learning Continues
I’ve learned that meaningful implementation takes time and requires evidence that emerges long after the workshop has ended.
I saw this lesson at work when I facilitated an after-school professional learning session for a middle school faculty on integrating principles of belonging into lesson design. On the participant evaluations, teachers said they found the learning relevant, appreciated the practical examples, and left with ideas they intended to implement.
Trust, vulnerability, honest reflection, and professional growth often emerge only after educators have had time to apply new learning in the context of their daily work.
Several months later, I returned to facilitate PLCs with grade-level teams and saw that the teachers had used what they learned to revise lesson plans, strengthen exit tickets, make engagement more intentional, and incorporated additional perspectives into instruction. They weren't simply recalling strategies from the workshop. They were thoughtfully adapting those ideas to meet their students’ needs.
Had I relied only on participant evaluations, I would have known teachers valued the learning. The follow-up visit revealed something much more important: how professional learning evolved as teachers reflected, collaborated, and implemented new ideas in their own classrooms.
Getting to the Real Work
In another district, I facilitated professional learning on strengthening coteaching partnerships. The workshop established a shared foundation, but the real work began when I returned to an upper elementary classroom to co-plan lessons, model instructional strategies, and coach alongside the teaching team.
Through follow-up, it became clear that there was not yet shared buy-in around what coteaching itself was supposed to mean. One teacher continued to view the classroom and instructional planning primarily as her responsibility, rather than as a partnership. The follow-up questions helped reveal that the problem wasn't simply knowing how to co-teach. It was developing shared expectations and trust. My role therefore shifted from reinforcing instructional models to supporting communication, co-planning, clearer roles, and a greater sense of shared responsibility, while also maintaining the confidentiality of individual conversations.
At the conclusion of the coaching cycle, one teacher sent me a note that has stayed with me. She thanked me for honoring the confidentiality of our conversations during what she described as a particularly difficult year in her coteaching relationship. She appreciated that I advocated for stronger collaboration without compromising the trust she had placed in me.
That note reminded me that some of the most meaningful outcomes of professional learning are difficult to measure on an end-of-session evaluation. Trust, vulnerability, honest reflection, and professional growth often emerge only after educators have had time to apply new learning in the context of their daily work.
